Human movement detection based on acceleration measurements and k-NN classification

EUROCON 2007 - The International Conference on Computer as a Tool

Volumn , Issue , 2007, Pages 589-594

  Darko, Fudurić ^a   Denis, Siladi ^a   Mario, Žagar ^a  

^a UNIVERSITY OF ZAGREB   (Croatia)

Author keywords

Acceleration; K NN classification; Motes; Movement detection; Tiny OS

Indexed keywords

ACCELERATION; ACCELERATION MEASUREMENT; ACCELEROMETERS; CLASSIFICATION (OF INFORMATION); OSMIUM; TECHNOLOGY TRANSFER; TOOLS;

(E ,3E) PROCESS; (I ,J) CONDITIONS; (OTDR) TECHNOLOGY; (P ,P ,T) MEASUREMENTS; HUMAN MOVEMENTS; IN ORDER; INTERNATIONAL CONFERENCES; K-NN CLASSIFICATION; MOVEMENT DETECTION; PAPER ADDRESSES; SIMULATION ENVIRONMENTS; STEP-BY-STEP; SYSTEM CONFIGURATIONS;

DATA ACQUISITION;

EID: 46149102008     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EURCON.2007.4400451     Document Type: Conference Paper

References (9)

1. Tom M. Mitchell, Machine learning, The McGraw-Hill Companies, International Editions 1997, pp.230-238.
2. Leandro N. de Castro, Jonathan Timmis, Artificial Immune Systems: A New Computational Intelligence Approach, Springer, 2002, pp. 64-66.
3. Martin Stephan Meyer, Between Technology And Science: Exploring an Emerging Field: Knowledge Flows And Networking on the Nano-Scale (Paperback), Dissertation.com, February 28 2005
4. Robert Puers, "Implantable sensor systems", DISens symposium-book 2005.
5. Tong Zhang, Jue Wang, Ping Liu and Jing Hou, "Fall Detection by Embedding an Accelerometer in Cellphone and Using KFD Algorithm", IJCSNS International Journal of Computer Science and Network Security, VOL.6 No. 10, October 2006.
6. K. Nakahara, D. L. Jaffe, and E. E. Sabelman, "Development of a Second Generation Wearable Accelerometric Motion Analysis System", 2nd VA National Department of Veterans Affairs Rehabilitation Research and Development, Conference Proceedings "The Next Generation" - February 2000 - Arlington, VA.
7. Thomas Riisgaard Hansen, J. Mikael Eklund, Jonathan Sprinkle, Ruzena Bajcsy, Shankar Sastry, "Using smart sensors and a camera phone to detect and verify the fall of elderly persons", European Medicine, Biology and Engineering Conference (EMBEC 2005).
8. A Sixsmith and N Johnson, "Smart sensor to detect the falls of the elderly", IEEE Pervasive Computing, pp.42-47, April-June 2004.
9. Garrett Brown, "An accelerometer based fall detector: Development, experimentation, and analysis", Technical report, Summer Undergraduate Program in Engineering at Berkeley (SUPERB) 2005, University of California, Berkeley CA, 94720, August 2005.